continual learning

1164 papers

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Also known as

CIT OCL TFCL CIS CGZSL CL OR NULL CPT CLL CL NULL CIL CL

Co-occurring keywords

catastrophic forgetting (939) knowledge distillation (3680) representation learning (6174) domain adaptation (4578) class-incremental learning (154) incremental learning (278) neural network (6616) transfer learning (5442) few-shot learning (3390) online learning (1770)

Papers

Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025

CL-Cross VQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering WACV 2025

ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation CVPR 2025

One VLM to Keep it Learning: Generation and Balancing for Data-Free Continual Visual Question Answering WACV 2025

Memory-Efficient Continual Learning with Neural Collapse Contrastive WACV 2025

CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025

Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025

Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios ICCV 2025

ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning WACV 2025

An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025

Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning ICCV 2025

ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025

Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model ICCV 2025

Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV 2025

Do Your Best and Get Enough Rest for Continual Learning CVPR 2025

Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025

One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025

Federated Incremental Named Entity Recognition COLING 2025

In-context Continual Learning Assisted by an External Continual Learner COLING 2025

Optimizing Lifelong Fine-Tuning for Multiple Tasks via Dataless Distribution Replay COLING 2025

Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025

ProtoDepth: Unsupervised Continual Depth Completion with Prototypes CVPR 2025

Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification NAACL 2025

Task-wrapped Continual Learning in Task-Oriented Dialogue Systems NAACL 2025

SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection EMNLP 2025